Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "125"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 125 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 245 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 228 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_3494/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 125, Node 9:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 40.321848 8.097567 60.269531 73.972476 20.292273 26.026078 33.139558 28.264785 0.0342 0.0394 0.0038 1.255190 1.232853
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.046139 20.620676 72.294650 77.655071 30.136274 36.518587 21.916361 10.852070 0.0326 0.0406 0.0047 1.316768 1.329247
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.683592 1.662194 2.517572 2.882917 1.624611 1.814960 2.762034 0.780639 0.0340 0.0360 0.0033 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.977066 18.908426 85.902215 90.322453 26.297859 32.113293 10.409833 2.159157 0.0349 0.0390 0.0029 1.335318 1.457965
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.700927 21.921184 79.564115 84.304065 28.056184 34.009013 15.879569 4.092680 0.0371 0.0426 0.0043 1.252810 1.266937
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 34.538793 21.167906 74.015496 78.167186 16.637989 21.658293 21.999582 16.780246 0.0333 0.0404 0.0045 1.248457 1.226416
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 45.364600 17.005388 85.946242 95.446247 21.676170 25.030737 22.303487 13.482794 0.0334 0.0413 0.0045 1.318014 1.369754
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 33.935383 25.078164 119.904703 127.101356 -1.596167 7.370426 -4.675000 10.224048 nan nan nan 1.319224 1.724290
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 31.591569 18.384607 28.524224 29.677703 9.701447 11.304346 19.267000 6.469690 0.0331 0.0398 0.0043 1.303844 1.411450
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 27.834082 25.199312 7.336995 8.157115 9.090048 10.068573 5.548928 4.228621 0.0300 0.0310 0.0011 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.300741 29.029404 98.762078 102.650227 15.855149 17.976086 35.461686 34.350010 0.0334 0.0398 0.0031 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.428568 18.670828 30.870627 31.992464 19.223512 22.935316 -0.339843 0.215646 0.0372 0.0408 0.0029 0.000000 0.000000
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.417067 16.681806 27.695020 29.043808 22.476724 27.332001 -0.294610 0.240273 0.0347 0.0381 0.0024 1.240783 1.252307
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.693704 23.929828 32.116035 32.729875 18.049341 22.156644 -0.129448 0.331286 0.0347 0.0398 0.0026 1.184809 1.188233
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.408062 17.576803 32.215272 33.546717 19.679208 23.167225 -0.554001 0.107716 0.0360 0.0406 0.0030 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.922965 17.233369 36.484774 38.167651 22.005272 26.548497 0.417637 1.353710 0.0339 0.0376 0.0024 1.214632 1.223046
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.046014 1.773821 0.546818 0.414148 -0.485171 1.574353 -0.824937 1.232392 0.0344 0.0309 0.0026 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.293868 21.264371 29.878007 30.607004 20.345240 24.474449 -0.247827 0.285918 0.0330 0.0377 0.0034 1.215727 1.282467
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.325405 16.790277 23.748319 24.609576 17.978328 21.392400 0.312775 0.917985 0.0350 0.0381 0.0021 1.300220 1.412494
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.436446 17.312376 23.529926 24.439737 15.072484 16.720954 7.239183 6.373008 0.0370 0.0412 0.0028 1.242648 1.244452
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.223264 15.197468 22.595119 23.375182 20.328544 23.925052 0.867182 0.584266 0.0381 0.0411 0.0021 1.306716 1.377420
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.038186 16.021615 38.877117 40.164929 23.527611 27.616531 0.155421 1.255405 0.0371 0.0405 0.0024 1.250441 1.254847
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.562798 1.459326 0.370193 0.366438 -0.573895 0.255666 -0.912620 1.154643 0.0333 0.0307 0.0030 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.325214 19.190840 29.972000 30.637466 10.714709 10.864442 8.292917 9.105389 0.0391 0.0430 0.0033 1.218552 1.221465
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.687135 15.712077 29.623986 30.459657 18.067544 21.190435 -0.655884 -0.240442 0.0335 0.0352 0.0013 1.244606 1.241502
2459565 RF_maintenance 100.00% - - - 100.00% 0.00% 4287.746435 4287.746435 4026.123085 4026.123085 -0.635090 -0.635090 -1.849535 -1.849535 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.321414 14.107425 31.496057 32.438929 2.171774 2.272241 0.074080 1.025725 0.0331 0.0379 0.0029 1.243678 1.288922
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.998178 15.946219 59.741117 61.953946 18.929580 21.870295 0.182106 2.179745 0.0349 0.0390 0.0032 1.207554 1.208384
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.286935 10.268160 15.444566 15.958106 2.264325 2.576887 0.211515 0.591551 0.0346 0.0376 0.0020 1.213348 1.266782
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.139042 11.460965 14.700222 15.174605 2.616301 2.842999 0.347470 0.928456 0.0355 0.0396 0.0023 1.194233 1.238065
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.240068 10.638798 15.109178 15.388484 2.154102 2.739224 0.136345 0.461378 0.0351 0.0391 0.0025 1.211675 1.257579
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 12.565148 12.897151 16.507316 16.908219 2.558825 3.151449 0.370632 0.827696 0.0365 0.0412 0.0030 1.225756 1.270756
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.204047 16.614408 30.930572 32.326441 20.947042 22.690498 0.432721 1.171786 0.0364 0.0404 0.0030 1.222373 1.228565
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0307 0.0293 0.0015 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.648543 16.978961 33.403255 35.010769 18.884871 20.625317 1.064059 2.762640 0.0376 0.0411 0.0025 1.284579 1.338832
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0336 0.0366 0.0025 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0368 0.0380 0.0013 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.286909 20.075644 45.095545 46.082755 28.106133 31.738296 2.448690 2.864849 0.0353 0.0390 0.0028 1.229643 1.231040
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.842363 9.392490 18.277596 18.729313 3.099462 4.027800 0.372217 0.929704 0.0340 0.0366 0.0028 1.253254 1.286473
2459550 RF_maintenance - 99.18% 99.18% 0.00% - - nan nan nan nan nan nan nan nan 0.0424 0.0409 0.0015 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.274230 15.265263 33.865568 34.810841 20.077014 22.261171 0.177216 0.904509 0.0334 0.0363 0.0027 1.213971 1.221953
2459542 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.470483 -0.057944 -0.400903 -0.555786 2.298446 1.075824 0.460707 -0.952804 0.7757 0.7779 0.3300 4.373255 3.504576
2459541 RF_maintenance 0.00% 1.34% 1.34% 0.00% 100.00% 0.00% 0.515144 -0.592891 1.628861 0.495188 0.535178 1.361365 1.207079 -0.501325 0.7676 0.7648 0.3073 5.809807 5.291979
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.546221 -0.009283 0.677531 -1.351146 -0.269872 1.158460 1.109965 -0.556384 0.7742 0.7691 0.3200 3.432208 3.086004
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.754117 8.405318 2.892614 1.527930 1.020866 2.134528 4.633696 0.373320 0.7578 0.7492 0.3915 5.402627 4.792323
2459535 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.411643 -1.195616 0.804159 -1.229924 0.040393 0.935877 1.563363 -0.583949 0.8020 0.7905 0.3312 4.514741 3.330044
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459533 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.740288 -0.682503 1.546768 1.316575 -0.559653 0.765034 3.921752 -0.750137 0.7475 0.7464 0.3802 4.048438 3.462263
2459532 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.972755 -0.236410 2.327934 1.380097 -0.706170 -0.012140 1.413752 -0.889936 0.7468 0.7437 0.3823 5.570926 4.424780
2459530 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.242934 -1.726243 0.911189 -1.060880 0.647045 -0.909980 2.156452 -0.168837 0.7657 0.7559 0.3759 5.594955 3.951698
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.237370 -0.008867 1.633468 1.556116 -0.445516 0.278583 1.540806 -0.737969 0.9176 0.9477 0.2554 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.658440 0.337860 1.569529 1.212087 -0.705845 0.108507 -0.559760 -0.327324 0.7168 0.7296 0.3264 4.899412 4.676188
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -1.083857 -0.378736 -0.146215 0.857623 -1.025897 -0.746124 1.022724 0.222862 0.0365 0.0375 0.0057 nan nan
2459508 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.485041 0.802978 1.199000 0.683868 -0.330566 0.072430 0.610676 0.599615 0.9323 0.9594 0.1398 0.000000 0.000000
2459505 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.492471 0.119212 1.341106 0.053869 -0.847839 -0.003238 -0.451697 -0.100480 0.8931 0.8760 0.1788 15.666275 17.264099
2459503 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.673794 1.678980 1.907197 0.863964 1.627065 1.834702 0.987266 -0.765766 0.8940 0.8859 0.4006 0.000000 0.000000
2459501 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.083079 3.619049 0.838009 1.895855 -0.119620 1.320709 -0.016106 -0.489055 0.8380 0.8739 0.3696 0.000000 0.000000
2459500 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.080419 2.624689 0.733625 1.727775 1.377674 2.017784 0.130806 -1.045271 0.8676 0.8909 0.3787 0.000000 0.000000
2459499 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.314837 2.800887 1.387601 1.750441 1.675882 1.829651 0.946856 -0.984699 0.8823 0.9327 0.1929 0.000000 0.000000
2459498 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.186468 2.055291 1.096664 1.392487 1.341598 1.131849 1.991639 -0.342898 0.8775 0.8954 0.4053 0.000000 0.000000
2459497 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.124935 2.267913 0.781942 1.420737 1.455948 1.139014 -0.253743 -1.004952 0.0775 0.1198 0.0112 0.000000 0.000000
2459496 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.779882 3.501489 1.291467 1.259796 2.264980 0.808225 0.723963 -0.994925 0.0770 0.1209 0.0120 0.000000 0.000000
2459495 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.265122 1.786304 1.124497 1.222294 2.216455 0.722137 1.088964 -1.054058 0.0952 0.1250 0.0156 0.000000 0.000000
2459494 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.302084 2.632799 0.976779 1.704849 2.047992 1.138200 0.417838 -1.020658 0.0782 0.1271 0.0127 0.000000 0.000000
2459492 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.539463 1.300614 0.239425 1.184573 -0.464689 -0.581516 0.088170 -1.770197 0.0843 0.0989 0.0067 0.000000 0.000000
2459491 RF_maintenance 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.045953 0.837369 0.492488 0.554142 0.058777 -0.683085 0.824125 -0.736304 0.0988 0.0879 0.0071 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.071788 4.991241 0.360375 0.414972 0.090178 0.279114 4.359691 -0.276931 0.0935 0.0985 0.0103 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.011489 5.576719 0.612715 0.611787 0.606995 0.138438 0.329170 -0.601506 0.0933 0.1009 0.0081 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.293644 12.672398 0.790088 1.445323 -0.254511 1.085798 1.775736 -0.106380 0.0959 0.0974 0.0087 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 125: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 63.870584 19.418179 19.441555 61.612401 63.870584 31.889569 31.243931 2.506584 3.642635

Antenna 125: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 50.151036 25.631886 26.437848 49.696814 50.151036 33.821729 33.445732 7.352651 10.846514

Antenna 125: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 61.651074 27.521529 26.965091 61.651074 59.982397 50.013284 52.312142 15.876334 10.948871

Antenna 125: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 61.744643 17.759221 16.987651 61.744643 59.678044 43.508646 45.288217 0.960531 0.416237

Antenna 125: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape 20.505548 20.505548 20.201160 9.266647 8.592316 12.578650 13.718112 2.853025 2.549084

Antenna 125: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Variability 16.156805 3.377364 3.492181 6.604281 6.837188 16.113346 16.156805 1.091367 1.328093

Antenna 125: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Temporal Variability 23.861368 14.302177 13.762110 11.401598 10.632671 22.149837 23.861368 2.181952 1.531468

Antenna 125: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Variability 37.661418 20.433859 22.327872 8.249291 8.334258 36.401448 37.661418 0.919926 1.464391

Antenna 125: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 83.008083 24.828514 23.092794 83.008083 80.872896 19.508991 21.785158 13.599769 8.501250

Antenna 125: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 33.424701 13.690787 15.036602 32.060103 33.424701 5.035954 4.063248 5.011156 8.951804

Antenna 125: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 31.728927 14.664674 13.342887 31.728927 30.435719 3.927588 4.729797 6.491905 3.670213

Antenna 125: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 54.850248 23.433593 21.294444 54.850248 53.010392 13.047549 15.367271 7.787471 4.674053

Antenna 125: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 69.669131 26.431136 24.248994 69.669131 67.203621 16.582126 19.150230 7.075907 4.099582

Antenna 125: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 77.148668 24.936670 27.579920 74.572759 77.148668 18.962072 15.738943 7.543759 12.908083

Antenna 125: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 34.174775 17.505714 19.324701 32.895896 34.174775 5.528066 4.752742 5.344258 9.119810

Antenna 125: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 31.422437 17.886345 16.073484 31.422437 30.289179 4.381222 5.321693 6.203895 3.677972

Antenna 125: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 89.578949 32.711945 29.492094 89.578949 86.481896 17.067517 21.112994 12.669816 6.898817

Antenna 125: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 71.280577 24.924888 28.560575 68.571175 71.280577 37.924961 28.816414 13.802727 24.174176

Antenna 125: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 25.283502 10.708103 11.569916 24.269231 25.283502 3.348747 2.880035 3.001834 5.486646

Antenna 125: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 38.234207 17.145862 19.329163 36.363854 38.234207 7.925277 5.407610 3.748798 7.580134

Antenna 125: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 35.867253 13.112962 12.118630 35.867253 34.613814 5.944933 6.900340 7.851936 4.291927

Antenna 125: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 125: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power inf 388.047298 388.478080 inf inf 2061.806318 1911.435681 9111.054580 8772.226535

Antenna 125: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape 3.073499 2.735086 3.073499 1.299166 1.103516 0.562532 0.317864 2.752294 0.792045

Antenna 125: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Discontinuties 3.566915 2.310538 2.703357 1.240910 1.124449 0.764692 -0.176516 3.566915 0.672406

Antenna 125: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 106.307560 21.603847 24.075445 102.206592 106.307560 27.056281 24.829883 14.705639 24.066062

Antenna 125: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Discontinuties 1.735141 -0.164349 0.001305 0.898218 0.822885 0.505383 0.609763 1.735141 0.262777

Antenna 125: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Discontinuties 3.119630 1.833566 2.088262 0.982777 0.931561 0.355217 0.067289 3.119630 0.509327

Antenna 125: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Shape 11.649464 11.522312 11.649464 5.011031 4.397373 0.835442 0.374630 10.405624 2.657965

Antenna 125: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Shape 10.207199 10.207199 10.076593 7.075389 6.117068 3.635348 0.901232 2.051114 2.191049

Antenna 125: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 59.955049 19.414167 24.810932 56.724810 59.955049 8.001046 11.204760 3.955968 7.500109

Antenna 125: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 32.593105 24.291813 18.913825 32.593105 30.999415 11.838872 7.802152 5.992860 3.085289

Antenna 125: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Temporal Discontinuties 4653.232734 2306.356709 2306.356709 2093.473025 2093.473025 1569.792170 1569.792170 4653.232734 4653.232734

Antenna 125: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Temporal Discontinuties 2335.451569 633.114533 633.114533 575.241474 575.241474 587.596717 587.596717 2335.451569 2335.451569

Antenna 125: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance ee Temporal Discontinuties 1718.295142 570.253520 570.253520 579.290204 579.290204 534.521590 534.521590 1718.295142 1718.295142

Antenna 125: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 N09 RF_maintenance nn Power 67.660165 28.493648 25.389230 67.660165 65.221667 18.597147 19.540315 7.834057 4.458058

Antenna 125: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 65.666429 14.867352 17.255683 62.585183 65.666429 21.926783 16.020161 21.950345 19.981470

Antenna 125: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 35.473612 13.727411 15.284123 33.771476 35.473612 8.163065 7.538225 8.889556 10.423674

Antenna 125: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 61.996441 17.942006 21.711059 58.480790 61.996441 11.136682 9.640263 5.236049 10.295566

Antenna 125: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 65.923375 18.480964 20.875789 62.788573 65.923375 16.161460 12.844278 7.150532 13.918046

Antenna 125: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 48.342669 20.008141 25.586971 46.264166 48.342669 23.532225 25.892427 4.526565 8.897082

Antenna 125: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 125: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 58.800264 17.087776 16.289216 58.800264 56.757698 5.047711 2.038730 12.399794 7.824786

Antenna 125: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 44.018839 18.386914 16.840199 44.018839 42.504583 9.774151 11.873998 1.088058 -0.138298

Antenna 125: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 43.088051 20.659069 19.207743 43.088051 41.677439 9.894041 12.051473 1.084566 0.000199

Antenna 125: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 54.324798 19.522684 22.098438 52.207662 54.324798 7.712496 6.510783 0.152820 1.552148

Antenna 125: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 65.219942 24.775924 21.055914 65.219942 62.125351 18.698482 17.444136 6.277519 2.562587

Antenna 125: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 54.203106 19.756496 23.343475 51.755695 54.203106 23.893035 22.179287 2.291413 5.529905

Antenna 125: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 56.322981 23.471094 20.548285 56.322981 53.668029 15.980197 16.454344 4.788198 2.076890

Antenna 125: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 76.290358 24.964356 29.656714 73.259781 76.290358 29.512984 30.202615 3.742713 7.391658

Antenna 125: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 56.378605 19.512198 17.623813 56.378605 53.686658 9.874555 11.012920 1.643697 0.487639

Antenna 125: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 57.402588 25.954455 24.437442 57.402588 55.136916 36.376423 32.805066 8.733588 4.921363

Antenna 125: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 125: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Shape 12.480511 12.480511 11.536580 5.050401 4.125545 2.464702 0.706059 10.923488 2.614810

Antenna 125: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Power 78.085000 20.473944 22.474052 74.849959 78.085000 31.973558 31.630799 31.028913 30.452071

Antenna 125: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Temporal Discontinuties 1417.369049 50.257870 65.500932 119.995698 125.345552 41.416961 54.366694 1234.200139 1417.369049

Antenna 125: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Temporal Discontinuties 1310.464829 30.532964 50.368347 126.650383 201.326613 86.382592 303.419203 455.486817 1310.464829

Antenna 125: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Temporal Discontinuties 1241.293203 74.998402 47.878618 238.318044 206.428510 100.181252 49.138777 1241.293203 543.440767

Antenna 125: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Temporal Discontinuties 2660.991348 26.425857 43.412120 58.165032 96.828921 301.826840 782.529104 1076.263548 2660.991348

Antenna 125: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
125 9 RF_maintenance nn Temporal Discontinuties 306.646084 58.167258 41.344761 177.299331 174.288547 44.490955 46.296015 306.646084 201.705845